T-Mobile US Inc. said Wednesday it added 800,000 of the industry's most lucrative phone customers in the last three months of 2013, capping a remarkable turnaround year for a carrier that for years bled millions of customers to rivals.

The news of the strong gains followed AT&T's announcement last week that it would pay subscribers up to $450 apiece in credits to...